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-title: Stock Price Forecasting
-emoji: 📈
-colorFrom: blue
-colorTo: green
-sdk: gradio
-sdk_version: 5.49.0
-app_file: app.py
-pinned: false
-license: mit
----
-
-# Stock Price Forecasting App
-
-This application uses three different models (ARIMA, Prophet, and LSTM) to forecast stock prices.
-
-## Features
-- Real-time stock data fetching from Yahoo Finance
-- Multiple forecasting models
-- Interactive visualizations
-- Customizable forecast periods
-
-## Models
-1. **ARIMA** - Traditional statistical model
-2. **Prophet** - Facebook's time series forecasting
-3. **LSTM** - Deep learning neural network
-
-## Usage
-1. Enter a stock ticker symbol (e.g., AAPL, GOOGL)
-2. Select forecast period (1-90 days)
-3. Choose which model(s) to use
-4. Click "Generate Forecast"
-
-⚠️ **Disclaimer**: For educational purposes only. Not financial advice.